you wont believe how smart our new frontier llm is. it repeatedly samples from the data manifold just like our last one. but this time we gave it new data to cover a past blindspot. watch in awe as we now sample from a slightly different area of the data manifold

your soi-disant `benchmarks` stand no chance against our new synthetic data powers, you see. for every time you foolishly invent more, we shall assign a constituent of our technical staff to make sure that it falls in precisely the same manner as its predecessors. such impudence!

i really thought someone would have done something original by now. of course, if anything was ~truly~ cooking, it shouldn't be something i'd know about... but the years continue to pass and, right right we have to finish *this phase* so that we have the pre-requisites. and yet.

(and yet. it seems it will be a long phase, long enough that the debt must be repaid, even if our instruments of choice are anything but. and we know of only one way to do this it seems. the golden age truly is beautiful yet gold also happens to be the most ductile of all metals)